Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning

Trenton Chang, Michael W. Sjoding, Jenna Wiens. Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning. In Zachary C. Lipton, Rajesh Ranganath, Mark P. Sendak, Michael W. Sjoding, Serena Yeung, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA. Volume 182 of Proceedings of Machine Learning Research, pages 343-390, PMLR, 2022. [doi]

Authors

Trenton Chang

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Michael W. Sjoding

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Jenna Wiens

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